Balancing accuracy, complexity and interpretability in consumer credit decision making: A C-TOPSIS classification approach.
Xiaoqian ZhuJianping LiDengsheng WuHaiyan WangChangzhi LiangPublished in: Knowl. Based Syst. (2013)
Keyphrases
- classification accuracy
- decision making
- prediction accuracy
- accuracy rate
- computational complexity
- correct classification
- pattern recognition
- automatic classification
- computational cost
- decision makers
- group decision making
- error rate
- fold cross validation
- classification scheme
- predictive accuracy
- feature selection
- support vector
- high accuracy
- classification algorithm
- classification method
- classification rules
- generalization ability
- roc curve
- decision trees
- support vector machine svm
- data mining
- machine learning algorithms
- text classification
- class labels
- roc analysis
- worst case
- feature vectors
- feature extraction
- pattern classification
- classification rate
- feature space
- feature set
- decision support system